Anion vacancies can form through various mechanisms, such as thermal treatments, irradiation, or chemical reduction. For example, in metal oxides like TiO2 and CeO2, reducing atmospheres (e.g., hydrogen) can lead to the removal of oxygen atoms, creating oxygen vacancies. These vacancies can act as active sites for catalytic reactions.